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公开(公告)号：US12056793B2
公开(公告)日：2024-08-06
申请号：US17556421
申请日：2021-12-20
IPC分类号： G06T11/00 , G06N3/04 , G06T3/4007 , G06T3/4046
CPC分类号： G06T11/001 , G06N3/04 , G06T3/4007 , G06T3/4046
摘要： Example methods, apparatuses, and computer program products for processing images by using a convolutional neural network (CNN) are described herein. In one example, an original image is received from an image source. The original image has a predefined size and high resolution, and is represented in a first color space supported by the image source. Then, an intermediate image is obtained by downscaling the original image in the first color space, and converted from the first color space to a second color space. Next, a restored image is obtained by upscaling the converted intermediate image to the predefined size of the original image. Upscaling is performed by using the CNN on the original image and the converted intermediate image as inputs and return the restored image. The CNN is pre-trained on a set of triplets, comprising a past original image, a converted past intermediate image and a past restored image.
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公开(公告)号：US12020472B2
公开(公告)日：2024-06-25
申请号：US17388386
申请日：2021-07-29
发明人： Xueyi Zou , Yiren Zhou , Songcen Xu , Jianzhuang Liu , Youliang Yan
IPC分类号： G06V10/771 , G06F18/22 , G06T7/246 , G06V10/44 , G06V10/74 , G06V10/75 , G11B27/031
CPC分类号： G06V10/771 , G06F18/22 , G06T7/248 , G06V10/44 , G06V10/759 , G06V10/761 , G11B27/031 , G06T2207/10016 , G06T2207/30242 , G06V2201/07
摘要： An image processing method. The method includes: An electronic device obtains N images, where the N images have a same quantity of pixels and a same pixel location arrangement, and N is an integer greater than 1; the electronic device obtains, based on feature values of pixels located at a same location in the N images, a reference value of the corresponding location; the electronic device determines a target pixel of each location based on a reference value of the location; and the electronic device generates a target image based on the target pixel of each location.
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公开(公告)号：US20210281754A1
公开(公告)日：2021-09-09
申请号：US17330133
申请日：2021-05-25
发明人： Daxin Luo , Fenglong Song , Songcen Xu , Yi Liu , Youliang Yan , Jianzhuang Liu , Li Qian
摘要： In a method for selecting pictures from a sequence of pictures of an object in motion, a computerized user device determines, for each picture in the sequence of pictures, a value of a motion feature of the object. Based on analyzing the values of the motion feature of the pictures in the sequence, the device identifies a first subset of pictures from the pictures in the sequence. The device then selects, based on a second selection criterion, a second subset of pictures from the first subset of pictures. The pictures in the second subset are displayed to a user for further selection.
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4.发明授权公开(公告)号：US10565019B2
公开(公告)日：2020-02-18
申请号：US14752504
申请日：2015-06-26
发明人： Mikhail Levin , Alexander Filippov , Youliang Yan
摘要： The present disclosure relates to a multicore processor. In order to select one of a multiplicity of cores in a multicore processor, an execution time of tasks which are performed multiple times is determined. Based on the determined execution time on the individual cores, an appropriate core for further executions of a task is selected. Additionally, the present disclosure further provides a code generator and code generating method for providing appropriate machine code for a multicore processor.
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公开(公告)号：US10567494B2
公开(公告)日：2020-02-18
申请号：US15667634
申请日：2017-08-03
发明人： Guowei Huang , Youliang Yan , Wangbin Zhu
IPC分类号： G06F17/30 , H04L29/08 , G06F16/182 , G06F9/50 , G06F15/16 , H04L12/911
摘要： A data processing system, a computing node, and a data processing method are provided. The data processing system includes a management node and a first class of computing nodes. The management node is configured to allocate first processing tasks to the first class of computing nodes. At least two computing nodes in the first class of computing nodes concurrently perform the first processing tasks allocated by the management node. A computing node performs a combine2 operation and a reduce2 operation on a data block Mx and a data block V1x, to obtain a first intermediate result. Then, the management node obtains a processing result for a to-be-processed dataset according to first intermediate results obtained by the first class of computing nodes. According to the data processing system, when a combine operation and a reduce operation are being performed on data blocks, memory space occupied by computation can be reduced.
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公开(公告)号：US20160306741A1
公开(公告)日：2016-10-20
申请号：US15197358
申请日：2016-06-29
发明人： KingTin Lam , Chit Ho Dominic Hung , Cho-Li Wang , Youliang Yan , Wangbin Zhu
CPC分类号： G06F12/08 , G06F3/0604 , G06F3/0647 , G06F3/067 , G06F9/5033 , G06F9/5083 , G06F11/3037 , G06F11/3409 , G06F12/10 , G06F12/1009 , G06F2201/81 , G06F2212/1024
摘要： An on-chip memory in a many-core system is partitioned, and according to a frequency at which a processor core set in each on-chip partition accesses a virtual memory page in virtual memory space that is shared among multiple processes that belong to a same application program, data corresponding to the virtual memory page is moved to an on-chip memory partition in which a processor core set whose access frequency is high is located such that when the virtual memory page is subsequently accessed, a time delay caused by cross-partition access is reduced.
摘要翻译： 多核系统中的片上存储器被分区，并且根据设置在每个片上分区中的处理器核心的频率访问虚拟存储器空间中的虚拟存储器页面，所述虚拟存储器页面在属于一个 相同的应用程序，对应于虚拟存储器页面的数据被移动到片上存储器分区，其中访问频率高的处理器核心集被定位成使得当虚拟存储器页被随后访问时，由交叉引起的时间延迟 减少了分区访问。
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7.发明申请METHOD AND RELATED DEVICE FOR DETERMINING MANAGEMENT MODE OF SHARED VIRTUAL MEMORY PAGE 有权用于确定共享虚拟内存页面的管理模式的方法和相关设备公开(公告)号：US20150293720A1
公开(公告)日：2015-10-15
申请号：US14749869
申请日：2015-06-25
发明人： KingTin LAM , Wangbin Zhu , Youliang Yan , Cho-Li WANG , Jinghao Shi
IPC分类号： G06F3/06
CPC分类号： G06F3/0619 , G06F3/065 , G06F3/0653 , G06F3/067 , G06F9/5016 , G06F12/1072 , G06F12/109 , G06F2212/1024 , G06F2212/656
摘要： A method and a related device for determining a management mode of a shared virtual memory page are disclosed. In one example, a method is disclosed that includes monitoring frequency or mode of access operation of at least one process accessing the shared virtual memory page; and changing the management mode of the shared virtual memory page to a shared physical memory mode if the monitored frequency or mode of access operation meets a first set condition and a current management mode of the shared virtual memory page is a distributed shared memory mode. The technical solutions provided in the present disclosure can enhance performance of accessing a shared virtual memory.
摘要翻译： 公开了一种用于确定共享虚拟存储器页面的管理模式的方法和相关设备。 在一个示例中，公开了一种方法，其包括监视访问共享虚拟存储器页面的至少一个进程的访问操作的频率或模式; 以及如果所述监视的访问操作的频率或模式满足第一设定条件，并且所述共享虚拟存储器页面的当前管理模式是分布式共享存储器模式，则将所述共享虚拟存储器页面的管理模式改变为共享物理存储器模式。 本公开中提供的技术方案可以提高访问共享虚拟存储器的性能。
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公开(公告)号：US08839276B2
公开(公告)日：2014-09-16
申请号：US14081318
申请日：2013-11-15
发明人： Hongbo Jin , Youliang Yan , Quan Qi , Shizhan Chen
CPC分类号： G06F9/541 , G06F8/36 , G06F9/44521 , G06F9/44536
摘要： Embodiments of the present invention provide an open application programming interface selection method and device. The method includes: receiving an invocation request from a user, where the invocation request includes an OpenAPI function parameter; determining an OpenAPI equivalent set according to the OpenAPI function parameter; and selecting a target OpenAPI from multiple OpenAPIs according to a Qos attribute value that corresponds to each OpenAPI in the OpenAPI equivalent set. By adopting the embodiments of the present invention, an OpenAPI with better performance can be selected from numerous OpenAPIs with equivalent functions for a user, thereby improving the quality of service for the user.
摘要翻译： 本发明的实施例提供一种开放应用编程接口选择方法和装置。 该方法包括：从用户接收调用请求，其中调用请求包括OpenAPI函数参数; 根据OpenAPI函数参数确定OpenAPI等效集; 并根据与OpenAPI等价集中的每个OpenAPI相对应的Qos属性值从多个OpenAPI中选择一个目标OpenAPI。 通过采用本发明的实施例，可以从具有用户等效功能的众多OpenAPI中选择具有更好性能的OpenAPI，从而提高用户的服务质量。
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公开(公告)号：US12008797B2
公开(公告)日：2024-06-11
申请号：US17383181
申请日：2021-07-22
发明人： Zhi Tian , Tong He , Chunhua Shen , Youliang Yan , Songcen Xu , Yiren Zhou , Xiaofei Wu , Jianzhuang Liu
IPC分类号： G06V10/44 , G06F18/2135 , G06F18/2137 , G06F18/214 , G06F18/25 , G06N3/08 , G06T3/40 , G06V10/77 , G06V10/82
CPC分类号： G06V10/457 , G06F18/2135 , G06F18/2137 , G06F18/214 , G06F18/253 , G06N3/08 , G06T3/40 , G06V10/454 , G06V10/7715 , G06V10/82
摘要： This application discloses an image segmentation method in the field of artificial intelligence. The method includes: obtaining an input image and a processing requirement; performing multi-layer feature extraction on the input image to obtain a plurality of feature maps; downsampling the plurality of feature maps to obtain a plurality of feature maps with a reference resolution, where the reference resolution is less than a resolution of the input image; fusing the plurality of feature maps with the reference resolution to obtain at least one feature map group; upsampling the feature map group by using a transformation matrix W, to obtain a target feature map group; and performing target processing on the target feature map group based on the processing requirement to obtain a target image.
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公开(公告)号：US11917288B2
公开(公告)日：2024-02-27
申请号：US17308535
申请日：2021-05-05
发明人： Zhihao Li , Xiaofei Wu , Songcen Xu , Jianzhuang Liu , Youliang Yan
CPC分类号： H04N23/635 , G06T7/11 , G06N3/08 , G06T2207/20132
摘要： An image processing method includes detecting human skeleton key points of a character in an image, and for the to-be-processed image, generating a cropping region based on the human skeleton key points and a preset rule, and using the to-be-processed image selected by using the cropping region as an output object. The human skeleton key points and the preset rule are set based on photographing experience.
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